Kubeflow is described as the cloud native AI platform, composed of modular open source projects forming a Kubernetes-native stack for data and AI workloads. Its subprojects include Kubeflow Pipelines for building and deploying portable machine learning workflows, Kubeflow Trainer for distributed AI training and LLM fine-tuning, Kubeflow Katib for automated machine learning, Kubeflow Notebooks for interactive development environments, and Kubeflow Hub for indexing models and metadata. It is a Cloud Native Computing Foundation project.
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laravel-sitemap helps generate, validate, or manage XML sitemaps and robots files for search indexing.
LlamaIndex is a platform focused on AI agents for document optical character recognition (OCR) and workflow automation. Its LlamaParse tool is designed to process complex documents including those with tables, charts and images, and can perform parsing, extraction, splitting, classification and indexing of document content.
mcp-gsc helps monitor indexing, search performance, crawl data, and site visibility.
Merklemap is a subdomain and certificate transparency search engine. It collects Certificate Transparency data by live tailing CT logs and indexing certificates, and offers a web interface, an API, and a CLI for searching subdomains and SSL/TLS certificates.
Namida is a music and video player built in Flutter with YouTube support. It includes indexing and tag editing, playlist and folder libraries, streaming and offline caching, and a video view. Additional features include an equalizer, bit-perfect playback and gapless playback.
Newznab is a Usenet indexing web application with community features. It groups messages for user-friendly access and uses the Sphinx Open Search Server for searching Usenet articles. It includes SEO-friendly URL rewriting and simple CMS features for adding content pages. Documentation and support are provided with the plus version; the free version includes basic install resources in a README file.
next-sitemap helps generate, validate, or manage XML sitemaps and robots files for search indexing.
OSINT search engine indexing exposed internet assets, IPs, domains, and network intelligence.
RasaGPT is described as a headless LLM chatbot platform built on top of Rasa and Langchain. It is boilerplate and a reference implementation of Rasa and Telegram utilizing an LLM library like Langchain for indexing, retrieval and context injection.
sitemap-module helps generate, validate, or manage XML sitemaps and robots files for search indexing.
Database indexing the audiovisual collections at the National Library of Sweden.
The Last Museum is a semantic search engine indexing public museum collections, allowing searches by theme, style, subject, or description. The site states it currently has around 6 million artworks indexed and is free to use, and that it is not affiliated with museums and does not own the images.
A Ruby implementation of the UEA-Lite stemmer for conservative stemming in search and indexing workloads. It normalizes suffixes with a rule set while avoiding aggressive stemming, removes possessive apostrophes, expands contractions by default and preserves tokens beginning with uppercase letters. The gem has no runtime dependencies.
A catalogue of data resources from the Wellcome Sanger Institute, indexing current and archived datasets across human, bacterial, fungal, parasite, mouse, zebrafish and other genomes, including entries such as the 1000 Genomes Project, the Cancer Gene Census and Ensembl reference genome access.
Xapian is an open source search engine library released under the GPL v2+ and written in C++, with bindings that allow use from Perl, Python, PHP, Java, Ruby and other languages. It is a toolkit that lets developers add indexing and search facilities to their own applications, with built-in support for multiple weighting model families and boolean query operators. Omega is a supplied search application built on Xapian.
XML Sitemap Checker helps generate, validate, or manage XML sitemaps and robots files for search indexing.
ZincSearch is a search engine that provides full text indexing capability. It ships as a single binary with an embedded web UI for querying data, and offers compatibility with Elasticsearch APIs for data ingestion and Elasticsearch DSL for querying. It is schema-less, with authentication and aggregation and highlight support. The project is in Pre GA status.